Information Retrieval on Control-to-Metric Association 1.0 (test A)
0.682nDCG@10 (All Queries)multi-qa-mpnet-base-dot-v1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| multi-qa-mpnet-base-dot-v1Variant=DA (Base)2026.07 | 0.682 | 0.75 | |
| all-mpnet-base-v2Variant=DA (Base)2026.07 | 0.675 | 0.752 | |
| multi-qa-distilbert-cos-v1Variant=DA (Base)2026.07 | 0.669 | 0.726 | |
| all-MiniLM-L12-v2Variant=DA (Base)2026.07 | 0.651 | 0.702 | |
| all-mpnet-base-v2Variant=DA + Back-Trans2026.07 | 0.651 | 0.73 | |
| multi-qa-distilbert-cos-v1Variant=DA + Back-Trans2026.07 | 0.65 | 0.71 | |
| multi-qa-mpnet-base-dot-v1Variant=DA + Back-Trans2026.07 | 0.645 | 0.734 | |
| all-MiniLM-L12-v2Variant=DA + Back-Trans2026.07 | 0.637 | 0.71 | |
| multi-qa-mpnet-base-dot-v1Variant=DA + Paraph.2026.07 | 0.633 | 0.705 | |
| multi-qa-mpnet-base-dot-v1Variant=DA + Full Augm.2026.07 | 0.623 | 0.685 | |
| all-distilroberta-v1Variant=DA + Back-Trans2026.07 | 0.618 | 0.718 | |
| all-mpnet-base-v2Variant=DA + Full Augm.2026.07 | 0.608 | 0.696 | |
| all-distilroberta-v1Variant=DA (Base)2026.07 | 0.599 | 0.705 | |
| all-mpnet-base-v2Variant=DA + Paraph.2026.07 | 0.595 | 0.691 | |
| all-MiniLM-L12-v2Variant=DA + Full Augm.2026.07 | 0.588 | 0.673 | |
| multi-qa-distilbert-cos-v1Variant=DA + Full Augm.2026.07 | 0.585 | 0.688 | |
| multi-qa-distilbert-cos-v1Variant=DA + Paraph.2026.07 | 0.582 | 0.695 | |
| all-MiniLM-L12-v2Variant=DA + Paraph.2026.07 | 0.573 | 0.67 | |
| all-distilroberta-v1Variant=DA + Full Augm.2026.07 | 0.528 | 0.636 | |
| all-distilroberta-v1Variant=DA + Paraph.2026.07 | 0.523 | 0.643 | |
| all-MiniLM-L12-v2Variant=Zero-Shot baseline2026.07 | 0.504 | 0.608 | |
| multi-qa-mpnet-base-dot-v1Variant=Zero-Shot baseline2026.07 | 0.494 | 0.64 | |
| all-distilroberta-v1Variant=Zero-Shot baseline2026.07 | 0.48 | 0.611 | |
| multi-qa-distilbert-cos-v1Variant=Zero-Shot baseline2026.07 | 0.456 | 0.591 | |
| all-mpnet-base-v2Variant=Zero-Shot baseline2026.07 | 0.447 | 0.579 |